Pairwise hemorrhage-brain region interaction-driven hemorrhagic stroke assessment in CT

Hemorrhagic stroke is a major global health problem requiring rapid and accurate diagnosis for effective treatment. Despite advances, current Computer-Aided Diagnosis (CAD) frameworks rarely account for the functional impacts of hemorrhages on specific critical brain regions and lack the detailed assessments essential for precise treatment. To provide detailed insights into hemorrhages, we aim to propose a CAD framework for in-depth hemorrhagic stroke assessment in CT. The framework includes segmenting hemorrhages and critical brain regions, intraparenchymal hemorrhage (IPH) classification for identifying hemorrhages in critical brain regions and detecting hemorrhage volume.